当前位置: X-MOL首页全球导师 国内导师 › 程长明

个人简介

教育背景 2012.03-2015.06 上海交通大学机械工程系 博士 2009.09-2012.03 上海交通大学机械工程系 硕士 2005.09-2009.06 华侨大学机械工程系 学士 工作经历 2019.02-至今 上海交通大学 2015.05-2019.01 上海交通大学 博士后 2016.09-2018.09 The University of Iowa 博士后 出访及挂职经历 2016.09-2018.09 The University of Iowa 博士后 科研项目 国家自然科学基金面上项目(主持) 国家自然科学基金青年项目(主持) 上海市浦江人才支持计划(A类) 上海市自然科学基金(主持) 博士后特别资助(主持) 博士后面上项目(主持) 国家重点实验室重点项目(主持)

研究领域

故障诊断 损伤检测 系统辨识 机器学习 深度学习 信号处理 人工智能 机械振动

近期论文

查看导师新发文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

C. Cheng, E. Bai, Z. Peng, Variable Selection According to Goodness of Fit in Nonparametric Nonlinear System Identification, IEEE Transactions on Automatic Control, Accepted, 2020. B. Zhao, C. Cheng*, Z. Peng, X. Dong, G. Meng, Detecting the early damages in structures with nonlinear output frequency response functions and the CNN-LSTM model, IEEE Transactions on Instrumentation and Measurement, Preprint, 2020. C. Cheng, E. Bai, Z. Peng, Identification of Sparse Volterra Systems, IEEE Transactions on Automatic Control, Accepted, 2020. [1] C. Cheng, E. Bai, Z. Peng, Consistent Variable Selection for a High-Dimensional Nonparametric Nonlinear System by Inverse and Contour Regression, IEEE Transactions on Automatic Control, 2019, 64: 2653-2664. [2] C. Cheng, E. Bai, Z. Peng, Testing If A Nonlinear System Is Additive Or Not, Automatica, 2019, 104: 134-140. [3] C. Cheng, E. Bai, Z. Peng, Ranking the Importance of Variables in Nonlinear System Identification, Automatica, 2019, 103: 472-479. [4] C. Cheng, X. Dong, Z. Peng, W. Zhang, G. Meng, Kautz basis expansion-based Hammerstein system identification through separable least squares method, Mechanical Systems and Signal Processing, 2019, 121: 929-941. [5] E. Bai, C. Cheng, W. Zhao, Variable Selection of High-Dimensional Non-Parametric Nonlinear Systems by Derivative Averaging to Avoid the Curse of Dimensionality, Automatica, 2019, 101: 138-149. [6] C. Cheng, E. Bai, Ranking Variables in Nonlinear Nonparametric Additive System Identification, IFAC-PapersOnLine, 2018, 51(15), 1-6. [7] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, Impulse response function identification of linear mechanical systems based on Kautz basis expansion with multiple poles. International Journal of Systems Science, 2018, 49 (7) 1559-1571. [8] E. Bai, C. Cheng, A Data-Driven Basis Function Approach in Non-Parametric Nonlinear System Identification, Uncertainty in Complex Networked Systems, 2018, 1-47. [9] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, Nonlinear System Identification Using Kautz Basis Expansion-based Volterra-PARAFAC model, Nonlinear dynamics, 2018, 94(3), 2277–2287. [10] C. Cheng, Z. Peng, W. Zhang, G. Meng, Volterra-series-based nonlinear system modeling and its engineering applications: A state-of-the-art review. Mechanical Systems and Signal Processing, 2017, 87: 340-364. [11] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, A novel approach for identification of cascade of Hammerstein model. Nonlinear Dynamics, 2016, 86(1): 513-522. [12] Y. Deng , C. Cheng, Y Yang, Z. Peng. Parametric Identification of Nonlinear Vibration Systems Via Polynomial Chirplet Transform. Journal of Vibration and Acoustics, 2016, 138(5): 051014. [13] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, A novel damage detection approach by using Volterra kernel functions based analysis. Journal of the Franklin Institute, 2015, 352(8): 3098-3112. [14] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, Analysis of locally nonlinear two dimensional periodic structures using NOFRFs. Vibration Engineering and Technology of Machinery, 2015, 23: 811-823. [15] C. Cheng, Z. Peng, W. Zhang, G. Meng, Wavelet basis expansion-based Volterra kernel function identification through multilevel excitations. Nonlinear Dynamics, 2014, 76(2): 985-999. [16] C. Cheng, Z. Peng, X. Dong, W. Zhang, G. Meng, Locating nonlinear components in two dimensional periodic structures based on NOFRFs. International Journal of Nonlinear Mechanics, 2014, 67:198-208. [17] C. Cheng, Z. Peng, W. Zhang, G. Meng, Wavelet basis expansion-based spatio-temporal Volterra kernels identification for nonlinear distributed parameter systems. Nonlinear Dynamics, 2014, 78(2): 1179-1192. [18] 彭志科, 程长明. Volterra级数理论研究进展与展望. 科学通报, 2015, 60: 1874-1888. [19] 程长明, 彭志科, 孟光. 一类非线性系统的随机振动频率响应分析研究. 力学学报, 2011, 43(5): 905-913.

学术兼职

Reviewer of Automatica、 IEEE Transactions on Automatic Control and IEEE Transactions on Signal Processing et al.

推荐链接
down
wechat
bug